Joel Janek Dabrowski

Systemic banking crisis early warning systems using dynamic Bayesian networks

Joel Janek Dabrowski, Conrad Beyers, J. P. de Villiers · Expert Systems with Applications · 2016 · 57 citations

Engineering, Financial Network, Bayesian Networks +14

Maritime piracy situation modelling with dynamic Bayesian networks

Joel Janek Dabrowski, J. P. de Villiers · Information Fusion · 2014 · 52 citations

Engineering, Data Science, Uncertainty Quantification +8

Dissolved oxygen prediction in prawn ponds from a group of one step predictors

Ashfaqur Rahman, Joel Janek Dabrowski, John McCulloch · Information Processing in Agriculture · 2019 · 49 citations · Full text

An integrated framework of sensing, machine learning, and augmented reality for aquaculture prawn farm management

Ashfaqur Rahman, Mingze Xi, Joel Janek Dabrowski et al. · Aquacultural Engineering · 2021 · 36 citations · Full text

Precision Agriculture, Environmental Monitoring, Machine Learning +19

Bayesian Physics Informed Neural Networks for data assimilation and spatio-temporal modelling of wildfires

Joel Janek Dabrowski, Dan Pagendam, James Hilton et al. · Spatial Statistics · 2023 · 34 citations · Full text

Fire Modeling, Earth Science, Data Science +7